Archive Latest insights Practical takeaways from real implementations, strategic initiatives, and operational cleanup work.
Jul 2026
Notes from co-presenting Ethics in the AI Age with UHY at SEMCACFE — why professional skepticism still beats confident AI output, and what changes when models start taking actions.
Speaking AI Ethics Agentic AI +1 Jan 2026
At CES 2026, AI felt less like a chat demo and more like a system embedded in real workflows — from factories and cars to robotics and simulation.
Oct 2025
How I built a secure, self-healing local AI stack with Ollama, Docker, and Open WebUI on a Mac Mini as a private, practical ChatGPT alternative.
local LLM Ollama Open WebUI +4 Oct 2025
What our GPT-4 study and GPT-5 reasoning models reveal about RAG, CAG, MCP, and the move toward augmented, auditable analytics systems.
AI Machine Learning Statistics +4 Jul 2025
How courtlistener-mcp grounds AI-assisted legal research in real CourtListener data to reduce hallucinations and make answers easier to verify.